Lukas Wertz

Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification

Text classification datasets from specialised or technical domains are in high demand, especially in industrial applications. However, due to the high cost of annotation such datasets are usually expensive to create. While Active Learning (AL) can reduce the labeling cost, required AL strategies are…